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271186

Application of Environmental Data with New Extension of Nadarajah-Haghighi Distribution

Article

Last updated: 05 Jan 2025

Subjects

-

Tags

Data Science
Mathematical Statistics
Statistical computing

Abstract

The sin extension of the exponential (SExEx) or sin Nadarajah-Haghighi (SNH) distribution, a new extension of the exponential distribution with two parameters, is introduced and studied in this paper. For the SNH distribution, the hazard, survival functions and some sumarized data are explored. Methods for estimating the SNH distribution parameters using maximum likelihood estimation (MLE) and maximum product spacing (MPS) are explored. To compare various estimating techniques, a numerical analysis using Monte-Carlo simulation and real data analysis is carried out. Environmental data show how the new model is superior to some well-known distributions. In comparison to several well-known distributions, the SNH model can give better matches.

DOI

10.21608/cjmss.2022.271186

Keywords

Sin-G family, Exponential distribution, Maximum likelihood, maximum product spacing, Environmental data

Authors

First Name

Ehab M.

Last Name

Almetwally

MiddleName

-

Affiliation

Faculty of Business Administration, Delta University of Science and Technology, Gamasa 11152, Egypt

Email

ehabxp_2009@hotmail.com

City

Mansoura

Orcid

0000-0002-3888-1275

First Name

Mohammed

Last Name

Meraou

MiddleName

Amine

Affiliation

Laboratory of Statistics and Stochastic Processes, University of Djillali Liabes, BP 89, Sidi Bel Abbes 22000, Algeria

Email

amine.meraou@univ-sba.dz

City

Algeria

Orcid

-

Volume

1

Article Issue

1

Related Issue

37729

Issue Date

2022-11-01

Receive Date

2022-09-29

Publish Date

2022-11-01

Page Start

26

Page End

41

Print ISSN

2974-3435

Online ISSN

2974-3443

Link

https://cjmss.journals.ekb.eg/article_271186.html

Detail API

https://cjmss.journals.ekb.eg/service?article_code=271186

Order

3

Type

Original Article

Type Code

2,545

Publication Type

Journal

Publication Title

Computational Journal of Mathematical and Statistical Sciences

Publication Link

https://cjmss.journals.ekb.eg/

MainTitle

Application of Environmental Data with New Extension of Nadarajah-Haghighi Distribution

Details

Type

Article

Created At

23 Jan 2023